| Number of Variables | 13 |
|---|---|
| Number of Rows | 299 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 30.5 KB |
| Average Row Size in Memory | 104.4 B |
| Variable Types |
|
| age is skewed | Skewed |
|---|---|
| creatinine_phosphokinase is skewed | Skewed |
| ejection_fraction is skewed | Skewed |
| platelets is skewed | Skewed |
| serum_creatinine is skewed | Skewed |
| serum_sodium is skewed | Skewed |
| anaemia has constant length 1 | Constant Length |
| diabetes has constant length 1 | Constant Length |
| high_blood_pressure has constant length 1 | Constant Length |
| sex has constant length 1 | Constant Length |
| smoking has constant length 1 | Constant Length |
|---|---|
| DEATH_EVENT has constant length 1 | Constant Length |
numerical
| Approximate Distinct Count | 47 |
|---|---|
| Approximate Unique (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 60.8339 |
| Minimum | 40 |
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 40 |
|---|---|
| 5-th Percentile | 42.9 |
| Q1 | 51 |
| Median | 60 |
| Q3 | 70 |
| 95-th Percentile | 82 |
| Maximum | 95 |
| Range | 55 |
| IQR | 19 |
| Mean | 60.8339 |
|---|---|
| Standard Deviation | 11.8948 |
| Variance | 141.4865 |
| Sum | 18189.334 |
| Skewness | 0.4209 |
| Kurtosis | -0.2018 |
| Coefficient of Variation | 0.1955 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 19.3 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 299 |
numerical
| Approximate Distinct Count | 208 |
|---|---|
| Approximate Unique (%) | 69.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 581.8395 |
| Minimum | 23 |
| Maximum | 7861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 23 |
|---|---|
| 5-th Percentile | 59 |
| Q1 | 116.5 |
| Median | 250 |
| Q3 | 582 |
| 95-th Percentile | 2263 |
| Maximum | 7861 |
| Range | 7838 |
| IQR | 465.5 |
| Mean | 581.8395 |
|---|---|
| Standard Deviation | 970.2879 |
| Variance | 941458.5715 |
| Sum | 173970 |
| Skewness | 4.4407 |
| Kurtosis | 24.7105 |
| Coefficient of Variation | 1.6676 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 19.3 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 299 |
numerical
| Approximate Distinct Count | 17 |
|---|---|
| Approximate Unique (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 38.0836 |
| Minimum | 14 |
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 14 |
|---|---|
| 5-th Percentile | 20 |
| Q1 | 30 |
| Median | 38 |
| Q3 | 45 |
| 95-th Percentile | 60 |
| Maximum | 80 |
| Range | 66 |
| IQR | 15 |
| Mean | 38.0836 |
|---|---|
| Standard Deviation | 11.8348 |
| Variance | 140.0635 |
| Sum | 11387 |
| Skewness | 0.5526 |
| Kurtosis | 0.02072 |
| Coefficient of Variation | 0.3108 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 19.3 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 299 |
numerical
| Approximate Distinct Count | 176 |
|---|---|
| Approximate Unique (%) | 58.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 263358.0293 |
| Minimum | 25100 |
| Maximum | 850000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 25100 |
|---|---|
| 5-th Percentile | 131800 |
| Q1 | 212500 |
| Median | 262000 |
| Q3 | 303500 |
| 95-th Percentile | 422500 |
| Maximum | 850000 |
| Range | 824900 |
| IQR | 91000 |
| Mean | 263358.0293 |
|---|---|
| Standard Deviation | 97804.2369 |
| Variance | 9.5657e+09 |
| Sum | 7.8744e+07 |
| Skewness | 1.455 |
| Kurtosis | 6.0859 |
| Coefficient of Variation | 0.3714 |
numerical
| Approximate Distinct Count | 40 |
|---|---|
| Approximate Unique (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 1.3939 |
| Minimum | 0.5 |
| Maximum | 9.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.5 |
|---|---|
| 5-th Percentile | 0.7 |
| Q1 | 0.9 |
| Median | 1.1 |
| Q3 | 1.4 |
| 95-th Percentile | 3 |
| Maximum | 9.4 |
| Range | 8.9 |
| IQR | 0.5 |
| Mean | 1.3939 |
|---|---|
| Standard Deviation | 1.0345 |
| Variance | 1.0702 |
| Sum | 416.77 |
| Skewness | 4.4336 |
| Kurtosis | 25.3783 |
| Coefficient of Variation | 0.7422 |
numerical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 136.6254 |
| Minimum | 113 |
| Maximum | 148 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 113 |
|---|---|
| 5-th Percentile | 130 |
| Q1 | 134 |
| Median | 137 |
| Q3 | 140 |
| 95-th Percentile | 144 |
| Maximum | 148 |
| Range | 35 |
| IQR | 6 |
| Mean | 136.6254 |
|---|---|
| Standard Deviation | 4.4125 |
| Variance | 19.47 |
| Sum | 40851 |
| Skewness | -1.0429 |
| Kurtosis | 4.0311 |
| Coefficient of Variation | 0.0323 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 19.3 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 299 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 19.3 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 299 |
numerical
| Approximate Distinct Count | 148 |
|---|---|
| Approximate Unique (%) | 49.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 4.7 KB |
| Mean | 130.2609 |
| Minimum | 4 |
| Maximum | 285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4 |
|---|---|
| 5-th Percentile | 12.9 |
| Q1 | 73 |
| Median | 115 |
| Q3 | 203 |
| 95-th Percentile | 250 |
| Maximum | 285 |
| Range | 281 |
| IQR | 130 |
| Mean | 130.2609 |
|---|---|
| Standard Deviation | 77.6142 |
| Variance | 6023.9653 |
| Sum | 38948 |
| Skewness | 0.1272 |
| Kurtosis | -1.2119 |
| Coefficient of Variation | 0.5958 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 19.3 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 299 |